cityscapes

There are 1 repository under cityscapes topic.

HRNet / HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
cityscapes high-resolution high-resolution-net hrnets lip pascal-context segmentation segmentation-transformer semantic-segmentation transformer
Language:Python 2562
NVlabs / SegFormer
Official PyTorch implementation of SegFormer
semantic-segmentation transformer ade20k cityscapes
Language:Python 987
CoinCheung / BiSeNet
Add bisenetv2. My implementation of BiSeNet
bisenet cityscapes pytorch bisenetv2 cocostuff tensorrt ncnn openvino triton-inference-server
Language:Python 952
VainF / DeepLabV3Plus-Pytorch
DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes
cityscapes deeplabv3 deeplabv3plus pascal-voc pytorch segmentation
Language:Python 803
linksense / LightNet
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
cityscapes deeplabv3 deeplabv3plus inplace-activated-batchnorm light-weight-net light-weight-networks mapillary-vistas-dataset mobilenet mobilenet-v2 mobilenetv2 mobilenetv2plus pytorch rfmobilenetv2plus scse-aspp segmentation semantic-context-loss semantic-segmentation shufflenet wide-residual-networks
Language:Python 709
xiaoyufenfei / Efficient-Segmentation-Networks
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)
pytorch real-time-semantic-segmentation camvid cityscapes computer-vision scene-understanding segmentation efficient-segmentation-networks semantic-segmentation-models image-segmentation neural-networks lightweight-semantic-segmentation driving-scene-understanding semantic-segmentation
Language:Python 708
LikeLy-Journey / SegmenTron
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
deeplab-v3-plus deeplabv3plus xception fast-scnn pytorch ccnet hrnet cityscapes coco eval mobilenet pointrend
Language:Python 626
TuSimple / TuSimple-DUC
Understanding Convolution for Semantic Segmentation
semantic-segmentation deep-neural-networks mxnet cityscapes convolution deep-learning python
Language:Python 580
VITA-Group / FasterSeg
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
pytorch neural-architecture-search semantic-segmentation latency tensorrt cityscapes
Language:Python 499
panoptic-deeplab
bowenc0221 / panoptic-deeplab
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
bottom-up instance-segmentation semantic-segmentation deeplab panoptic-segmentation sementation cvpr2020 cityscapes pytorch detectron2
Language:Python 498
wutianyiRosun / Segmentation.X
Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation
camvid cityscapes ins-seg pan-seg pascal-context pascal-voc2012 sem-seg vid-seg
Language:Python 472
tfzhou / ContrastiveSeg
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
semantic-segmentation contrastive-learning pixel-contrast hard-example-mining cityscapes pascal-context
Language:Python 430
manydepth
nianticlabs / manydepth
[CVPR 2021] Self-supervised depth estimation from short sequences
kitti cityscapes depths monodepth depth-estimation pytorch cvpr2021 cvpr self-supervised-learning self-supervised cost-volumes estimating-depths
Language:Python 404
hellochick / ICNet-tensorflow
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
icnet tensorflow semantic-segmentation cityscapes real-time ade20k
Language:Jupyter Notebook 403
Eromera / erfnet_pytorch
Pytorch code for semantic segmentation using ERFNet
semantic segmentation semantic-segmentation erfnet pytorch cityscapes
Language:Python 375
sacmehta / EdgeNets
This repository contains the source code of our work on designing efficient CNNs for computer vision
cnn cnn-classification object-detection semantic-segmentation mscoco cityscapes pascal-voc imagenet-dataset imagenet-classifier shufflenetv2 espnetv2 dicenet pytorch
Language:Python 375
voldemortX / pytorch-auto-drive
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, PRNet, RESA, LSTR, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
fcn semantic-segmentation tensorboard apex deeplab pytorch cityscapes pascal-voc erfnet lane-detection tusimple culane gtav scnn resa lstr tensorrt onnx mobilenet
Language:Python 365
itijyou / ademxapp
Code for https://arxiv.org/abs/1611.10080
resnet-38 semantic-segmentation cityscapes
Language:Python 335
saic-vul / adaptis
[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829
instance-segmentation panoptic-segmentation adaptis mxnet cityscapes ms-coco mapillary-vistas-dataset pytorch
Language:Jupyter Notebook 326
hellochick / PSPNet-tensorflow
TensorFlow-based implementation of "Pyramid Scene Parsing Network".
pspnet semantic-segmentation cityscapes ade20k pspnet-tensorflow
Language:Python 318
lxtGH / DecoupleSegNets
Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision
cityscapes bdd camvid semantic-segmentation
Language:Python 311
layumi / Seg-Uncertainty
IJCAI2020 & IJCV 2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
cityscapes domain-adaptation domainadaptation gta5 ijcai ijcai2020 mrnet pytorch pytorch-implementation robotcar self-driving-car semantic-segmentation synthia transfer-learning
Language:Python 308
sithu31296 / semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
semantic-segmentation pytorch transformer vision-transformer cityscapes ade20k camvid coco-stuff pascal-context deep-learning dataset
Language:Python 286
fastseg
ekzhang / fastseg
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
aspp cityscapes computer-vision deep-learning deeplabv3 edge-computing efficientnet kitti-dataset mapillary-vistas-dataset mobilenetv3 pytorch semantic-segmentation
Language:Python 274
NVlabs / FAN
Official PyTorch implementation of Fully Attentional Networks
backbone deep-learning image-classification object-detection vision-transformers visual-recognition semantic-segmentation corruption imagenet out-of-distribution pre-train cityscapes coco information-bottleneck self-attention visual-grouping
Language:Python 274
linksense / LightNetPlusPlus
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
mobilenetv2 mobilenetv2plus shufflenetv2 shufflenetv2plus aspp deeplab-v3-plus unsharp-masking inplaceabn deepdrive cityscapes pytorch apex semantic-segmentation attention-mechanism dense-aspp lightnet light-weighted-network mixnet bifpn efficientnet
Language:Python 229
wutianyiRosun / CGNet
CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]
camvid cityscapes pytorch semantic-segmentation
Language:Python 216
MaybeShewill-CV / bisenetv2-tensorflow
Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"
real-time-semantic-segmentation semantic-segmentation tensorflow-segmentation deep-learning cityscapes camvid bisenetv2 bisenet
Language:Python 186
PingoLH / FCHarDNet
Fully Convolutional HarDNet for Segmentation in Pytorch
iccv2019 semantic-segmentation cityscapes
Language:Python 172
Serge-weihao / CCNet-Pure-Pytorch
Criss-Cross Attention (2d&3d) for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
ccnet non-local attention pytorch criss-cross-attention cityscapes 3d-ccnet tensorflow
Language:Python 159
Picsart-AI-Research / SeMask-Segmentation
[Preprint] SeMask: Semantically Masked Transformers for Semantic Segmentation.
pytorch semantic-segmentation ade20k cityscapes coco-stuff-10k semask vision-transformers
Language:Python 155
bethgelab / robust-detection-benchmark
Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
object-detection robustness autonomous-driving cityscapes pascal-voc ms-coco distortions corruptions game-of-thrones
Language:Jupyter Notebook 152
CoinCheung / DeepLab-v3-plus-cityscapes
mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).
cityscapes deeplabv3plus pytorch segmentation
Language:Python 141
DrSleep / nas-segm-pytorch
Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19
neural-architecture-search semantic-segmentation real-time depth-estimation cvpr-2019 dense-per-pixel-tasks pytorch wacv2020 cityscapes camvid
Language:Smalltalk 141
Haochen-Wang409 / U2PL
[CVPR 2022] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
mechine-learning computer-vision semantic-segmentation semi-supervised-learning contrastive-learning cvpr2022 pytorch cityscapes pascal-voc deep-learning
Language:Python 128
Reagan1311 / DABNet
Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation (BMVC2019)
semantic-segmentation camvid cityscapes real-time pytorch
Language:Python 126

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